Structural Health Monitoring: A Machine Learning Perspective
- ISBN-10
- 1118443217
- ISBN-13
- 9781118443217
- Series
- Structural Health Monitoring
- Category
- Technology & Engineering
- Pages
- 656
- Language
- English
- Published
- 2012-11-19
- Publisher
- John Wiley & Sons
- Authors
- Charles R. Farrar, Keith Worden
Description
Written by global leaders and pioneers in the field, this book is a must-have read for researchers, practicing engineers and university faculty working in SHM. Structural Health Monitoring: A Machine Learning Perspective is the first comprehensive book on the general problem of structural health monitoring. The authors, renowned experts in the field, consider structural health monitoring in a new manner by casting the problem in the context of a machine learning/statistical pattern recognition paradigm, first explaining the paradigm in general terms then explaining the process in detail with further insight provided via numerical and experimental studies of laboratory test specimens and in-situ structures. This paradigm provides a comprehensive framework for developing SHM solutions. Structural Health Monitoring: A Machine Learning Perspective makes extensive use of the authors’ detailed surveys of the technical literature, the experience they have gained from teaching numerous courses on this subject, and the results of performing numerous analytical and experimental structural health monitoring studies. Considers structural health monitoring in a new manner by casting the problem in the context of a machine learning/statistical pattern recognition paradigm Emphasises an integrated approach to the development of structural health monitoring solutions by coupling the measurement hardware portion of the problem directly with the data interrogation algorithms Benefits from extensive use of the authors’ detailed surveys of 800 papers in the technical literature and the experience they have gained from teaching numerous short courses on this subject.
Get the book
Other editions
-
- 2012-12-26
- - pages
- Paperback
- John Wiley & Sons
-
- 2020-05-14
- 220 pages
- Ebook
- Springer Nature
Similar books
-
Animal Sciences: The Biology, Care, and Production of Domestic Animals, Fourth Edition
By John R. Campbell, M. Douglas Kenealy, Karen L. CampbellTimberlake claimed in 1980 that a fundamental problem with Singer's work is the lack of an adequate definition of suffering ...
-
Resilient Agriculture: Cultivating Food Systems for a Changing Climate
By Laura Lengnick3. D. Layne. 2013. Tree Fruit: Protecting Your Investment. American/Western Fruit Grower, September/October. 4. R. Snyder and J. Melu-Abreu. 2005. Frost ...
-
Biodesign: The Process of Innovating Medical Technologies
By Stefanos Zenios, Josh Makower, Paul YockAt that time, these were in the low $10s of millions. ... be a good partner going forward, even though it takes longer to get the deal done," offered Chess.
-
Advanced Signal Processing: A Concise Guide
By Amir-Homayoon Najmi, Todd Moon[ 59 ] S. Kotz , T. J. Kozubowski , and K. Podgorski , The Laplace ... valued signal processing : The proper way to deal with impropriety , ” IEEE Trans .
-
Resources for Technical Communication
By Pearson Education, Pearson Education Staff, David P Pearson EducationSome documents are annotated; some are left without annotations to provide more flexibility for instructors. This booklet can be packaged at no additional cost with any Longman title in technical communication.
-
Chemistry: An Introduction to General, Organic, and Biological Chemistry; Chemistry Study Pack Version 2.0 CD-ROM; The Chemistry of Life CD-ROM;...
By Karen C. TimberlakeChemistry: An Introduction to General, Organic, and Biological Chemistry; Chemistry Study Pack Version 2.0 CD-ROM; The Chemistry of Life CD-ROM;...
-
Poultry Science: Fifth Edition
By Colin G. Scanes, Karen D. ChristensenThe emission rates for ammonia (Casey et al., 2006): • Layers: 116 g NH3 per AU (AU or animal unit or 500 kg). • Broilers: 135 g NH3 per AU (AU or animal unit or 500 kg). Emission rates in different reports vary from less than either 10 ...
-
Solid State Materials Chemistry
By Patrick M. Woodward, Pavel Karen, John S. O. Evans[45] B.F. Hoskins, R. Robson, “Design and construction of a new class of scaffolding-like materials comprising infinite polymeric frameworks of 3D-linked molecular rods. A reappraisal of the zinc cyanide and cadmium cyanide structures ...
-
Abbreviations Dictionary
By Dean A. Stahl, Karen Landen... Tallest Mountain Mount Robson—12,972 feet or 3,954 meters—in the Canadian Rockies Canada's Westernmost City Dawson, Yukon Canada's Westernmost Point in Yukon Territory just east of Alaska's Demarcation Point Canary Islands' Largest ...
-
Agriculture: A Very Short Introduction
By Paul Brassley, Richard SoffeACCOUNTING Christopher Nobes ADVERTISING Winston Fletcher AFRICAN AMERICAN RELIGION Eddie S. Glaude Jr AFRICAN HISTORY ... Hugh Bowden ALGEBRA Peter M. Higgins AMERICAN HISTORY Paul S. Boyer AMERICAN IMMIGRATION David A. Gerber AMERICAN ...